SDK

The Arkor SDK: createArkor, createTrainer, lifecycle callbacks, infer, and the helpers around them.

The arkor package exposes the TypeScript surface that the CLI and Studio sit on top of. Everything you need for a typical project lives in three primitives plus their typed inputs.

Minimal example

// src/arkor/trainer.ts
import { createTrainer } from "arkor";

export const trainer = createTrainer({
  name: "support-bot-v1",
  model: "unsloth/gemma-4-E4B-it",
  dataset: { type: "huggingface", name: "arkorlab/triage-demo" },
  lora: { r: 16, alpha: 16 },
  maxSteps: 100,
});

// src/arkor/index.ts
import { createArkor } from "arkor";
import { trainer } from "./trainer";

export const arkor = createArkor({ trainer });

That is the whole shape arkor dev and arkor start discover.

Main API

Symbol	Page
createArkor(input)	Project manifest. Wraps a Trainer so the CLI / Studio can find it.
createTrainer(input)	The fine-tuning run definition: model, dataset, LoRA, hyperparameters, callbacks.
Trainer.start / wait / cancel	Run-control methods. wait() is where lifecycle callbacks fire.
TrainerCallbacks	The five lifecycle callbacks (onStarted, onLog, onCheckpoint, onCompleted, onFailed).
InferArgs / infer	Inference inside onCheckpoint. Returns a raw Response.
DatasetSource	HuggingFace dataset name or blob URL.

Auxiliary helpers (advanced)

These are exported for code that drives Arkor outside the CLI flow, e.g. running training from your own server or a script. Most projects do not need them.

Symbol	Source	Purpose
runTrainer(file?)	core/runner.ts	What arkor start calls under the hood. Resolves the entry, picks the trainer (preferring arkor, then trainer, then default export), runs start() + wait().
readCredentials() / writeCredentials() / ensureCredentials()	core/credentials.ts	Read or write ~/.arkor/credentials.json. ensureCredentials returns the existing record if present and bootstraps a fresh anonymous identity (calls requestAnonymousToken and persists it) when no credentials exist. Throws on a few paths: the credentials file exists but is unreadable / not valid JSON (readCredentials does a bare JSON.parse), or the anonymous-token bootstrap itself fails (network / token-endpoint error). The file is assumed to be SDK-written.
requestAnonymousToken(baseUrl, kind?)	core/credentials.ts	Mint a fresh anonymous token directly. The CLI uses this on arkor login --anonymous and on first arkor dev.
credentialsPath()	core/credentials.ts	Absolute path to ~/.arkor/credentials.json.
readState(cwd?) / writeState(state, cwd?) / statePath(cwd?)	core/state.ts	Read or write .arkor/state.json (project routing).
isArkor(value)	core/arkor.ts	Type guard for the manifest.

Types

Public type exports (from arkor):

Arkor, ArkorInput, ArkorProjectState, BlobDatasetSource, DatasetSource, HuggingfaceDatasetSource, JobStatus, LoraConfig, Trainer, TrainerCallbacks, TrainerInput, TrainingJob, TrainingResult, plus Auth0Credentials / AnonymousCredentials / Credentials for the auth helpers.

TrainingLogContext, CheckpointContext, InferArgs are not exported by name today; they are documented in the callbacks and infer pages so you can mirror them inline if you need typed callback parameters.

Not in the public surface

These exist in the source tree but are intentionally not exported from arkor. Treat them as internal:

• SDK_VERSION, defaultArkorCloudApiUrl(): used by the CLI and Studio server. Do not import via deep paths; the export contract may change.
• The CLI command runners (runBuild, runStart, runDev, runInit, runLogin, runLogout, runWhoami): they live under src/cli/commands/ and are CLI-private. If you need to drive a training run, use runTrainer (above) or call trainer.start() / trainer.wait() directly.